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|
- import datetime
- import pytz
- from snuba_sdk.aliased_expression import AliasedExpression
- from snuba_sdk.column import Column
- from snuba_sdk.conditions import And, BooleanCondition, Condition, Op, Or
- from snuba_sdk.entity import Entity
- from snuba_sdk.expressions import Granularity, Limit, Offset
- from snuba_sdk.function import CurriedFunction, Function
- from snuba_sdk.orderby import Direction, LimitBy, OrderBy
- from snuba_sdk.query import Query
- table_queries = [
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p50",
- initializers=None,
- parameters=[Column("transaction.duration")],
- alias="p50",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- )
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 33, 21219, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 33, 21219, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[2],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=2,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p50",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p50",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed and Added
- {
- "match": Entity("metrics_sets"),
- "select": [
- Function(
- function="count_unique",
- initializers=None,
- parameters=[
- Column("transaction.user"),
- ],
- alias="count_unique_user",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- )
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 33, 21219, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 33, 21219, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[2],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=2,
- ),
- Condition(
- lhs=Function(
- function="tuple",
- initializers=None,
- parameters=[Column("transaction")],
- alias=None,
- ),
- op=Op.IN,
- rhs=Function(
- function="tuple", initializers=None, parameters=[(12,), (17,)], alias=None
- ),
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed and added
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p50",
- initializers=None,
- parameters=[Column("transaction.duration")],
- alias="p50_transaction_duration",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- ],
- "groupby": [
- Column("project_id"),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 34, 26663, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 34, 26663, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[5],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=5,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p50",
- initializers=None,
- parameters=[Column("transaction.duration")],
- alias="p50_transaction_duration",
- ),
- ],
- "groupby": [
- Column("project_id"),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 34, 303387, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 34, 303387, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[6],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=6,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transaction.measurements.lcp"), "good"],
- alias="count_web_vitals_measurements_cls_good",
- ),
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transaction.measurements.fid"), "meh"],
- alias="count_web_vitals_measurements_fid_meh",
- ),
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transactions.measurements.fp"), "good"],
- alias="count_web_vitals_measurements_fp_good",
- ),
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transaction.measurements.lcp"), "good"],
- alias="count_web_vitals_measurements_lcp_good",
- ),
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transaction.measurements.fcp"), "meh"],
- alias="count_web_vitals_measurements_fcp_meh",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- )
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 35, 447729, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 35, 447729, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[11],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=11,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + added
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="count_web_vitals_measurements",
- initializers=None,
- parameters=[Column("transaction.measurements.lcp"), "poor"],
- alias="count_web_vitals_measurements_lcp_poor",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- )
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 35, 707018, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 35, 707018, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[12],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=12,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=[Column("transaction.duration")],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="toInt8", initializers=None, parameters=[0], alias="team_key_transaction"
- ),
- AliasedExpression(exp=Column("transaction"), alias="transaction"),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 36, 75132, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 36, 75132, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[13],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=14,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + added
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p50",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p50",
- )
- ],
- "groupby": [],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 36, 936975, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 36, 936975, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[17],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=18,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=101),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="apdex",
- initializers=None,
- parameters=[],
- alias="apdex",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[
- Column("transaction.measurements.cls"),
- ],
- alias="p75_measurements_cls",
- ),
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="tpm",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.fid")],
- alias="p75_measurements_fid",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.fcp")],
- alias="p75_measurements_fcp",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.lcp")],
- alias="p75_measurements_lcp",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 37, 278535, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 37, 278535, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[18],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=19,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + added
- {
- "match": Entity("metrics_sets"),
- "select": [
- Function(
- function="count_unique",
- initializers=None,
- parameters=[
- Column("transaction.user"),
- ],
- alias="count_unique_user",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="transaction.miserable_user",
- initializers=None,
- parameters=[],
- alias="count_miserable_user",
- ),
- Function(
- function="user_misery",
- initializers=None,
- parameters=[],
- alias="user_misery",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 37, 278535, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 37, 278535, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[18],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=19,
- ),
- Condition(
- lhs=Function(
- function="tuple",
- initializers=None,
- parameters=[
- Column("transaction"),
- Column("project_id"),
- ],
- alias=None,
- ),
- op=Op.IN,
- rhs=Function(
- function="tuple", initializers=None, parameters=[(437, "bar")], alias=None
- ),
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="apdex",
- initializers=None,
- parameters=[],
- alias="apdex",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.cls")],
- alias="p75_measurements_cls",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="tpm",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.fid")],
- alias="p75_measurements_fid",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.fcp")],
- alias="p75_measurements_fcp",
- ),
- Function(
- function="p75",
- initializers=None,
- parameters=[Column("transaction.measurements.lcp")],
- alias="p75_measurements_lcp",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 37, 440461, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 37, 440461, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[18],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=19,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_sets"),
- "select": [
- Function(
- function="count_unique",
- initializers=None,
- parameters=[
- Column("transaction.user"),
- ],
- alias="count_unique_user",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="transaction.miserable_user",
- initializers=None,
- parameters=[],
- alias="count_miserable_user",
- ),
- Function(
- function="user_misery",
- initializers=None,
- parameters=[],
- alias="user_misery",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 37, 440461, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 37, 440461, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[18],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=19,
- ),
- Condition(
- lhs=Function(
- function="tuple",
- initializers=None,
- parameters=[Column("transaction"), Column("project_id")],
- alias=None,
- ),
- op=Op.IN,
- rhs=Function(
- function="tuple", initializers=None, parameters=[(437, 18)], alias=None
- ),
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="epm",
- ),
- AliasedExpression(
- exp=Column("environment"),
- alias="environment",
- ),
- ],
- "groupby": [
- Column("project_id"),
- AliasedExpression(
- exp=Column("environment"),
- alias="environment",
- ),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 37, 719279, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 37, 719279, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[19],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=20,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(20, 487)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 32475, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 32475, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[20],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=21,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(20, 487)],
- ],
- alias="team_key_transaction",
- ),
- direction=Direction.ASC,
- ),
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- ),
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(20, 487)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 127281, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 127281, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[20],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=21,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(20, 487)],
- ],
- alias="team_key_transaction",
- ),
- direction=Direction.ASC,
- ),
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- ),
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000,
- ],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(21, 508), (21, 512)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 458313, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 458313, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[21],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=22,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(21, 508), (21, 512)],
- ],
- alias="team_key_transaction",
- ),
- direction=Direction.ASC,
- ),
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- ),
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[Column("transaction.duration"), 60, 7776000],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(21, 508), (21, 512)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 552260, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 552260, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[21],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=22,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(21, 508), (21, 512)],
- ],
- alias="team_key_transaction",
- ),
- direction=Direction.DESC,
- ),
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- ),
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[Column("transaction.duration"), 60, 7776000],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- op=Op.NEQ,
- rhs=0,
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 893701, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 893701, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[22],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=23,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[Column("transaction.duration"), 60, 7776000],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- op=Op.EQ,
- rhs=1,
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 38, 987457, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 38, 987457, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[22],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=23,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[Column("transaction.duration"), 60, 7776000],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- op=Op.EQ,
- rhs=0,
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 39, 77835, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 39, 77835, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[22],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=23,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[Column("transaction.duration"), 60, 7776000],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(22, 533), (22, 537)],
- ],
- alias="team_key_transaction",
- ),
- op=Op.EQ,
- rhs=0,
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 39, 170133, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 39, 170133, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[22],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=23,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- Function(
- function="p50",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p50",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction"),
- alias="title",
- )
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 39, 419992, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 39, 419992, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[23],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=24,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- {
- "match": Entity("metrics_distributions"),
- "select": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- Function(
- function="rate",
- initializers=None,
- parameters=[
- Column("transaction.duration"),
- 60,
- 7776000.0,
- ],
- alias="epm",
- ),
- Function(
- function="failure_rate",
- initializers=None,
- parameters=[],
- alias="failure_rate",
- ),
- ],
- "groupby": [
- AliasedExpression(
- exp=Column("transaction.status"),
- alias="transaction.status",
- ),
- Function(
- function="in",
- initializers=None,
- parameters=[
- (
- Column(name="project_id", entity=None, subscriptable=None, key=None),
- Column("transaction"),
- ),
- [(24, 592)],
- ],
- alias="team_key_transaction",
- ),
- AliasedExpression(
- exp=Column("transaction"),
- alias="transaction",
- ),
- Column("project_id"),
- ],
- "array_join": None,
- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 11, 11, 39, 719119, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 11, 11, 39, 719119, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[24],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=25,
- ),
- ],
- "having": [],
- "orderby": [
- OrderBy(
- exp=Function(
- function="p95",
- initializers=None,
- parameters=["transaction.duration"],
- alias="p95",
- ),
- direction=Direction.ASC,
- )
- ],
- "limitby": None,
- "limit": Limit(limit=51),
- "offset": Offset(offset=0),
- "granularity": None,
- "totals": None,
- }, # Transformed + discarded
- ]
- series_queries = [
- Query(
- match=Entity("metrics_sets"),
- select=[
- Function(
- function="count_unique",
- initializers=None,
- parameters=[
- Column("transaction.user"),
- ],
- alias="count_unique_user",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), "time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0, tzinfo=None),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 12, 0, tzinfo=None),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[2],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=2,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="and",
- initializers=None,
- parameters=[
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
- name="metric_id",
- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
- ],
- alias=None,
- ),
- Function(
- function="notIn",
- initializers=None,
- parameters=[
- Column(
- name="tags[9223372036854776021]",
- entity=None,
- subscriptable="tags",
- key="9223372036854776021",
- ),
- [
- 9223372036854776028,
- 9223372036854776027,
- 9223372036854776029,
- ],
- ],
- alias=None,
- ),
- ],
- alias=None,
- ),
- ],
- alias=None,
- ),
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
- name="metric_id",
- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
- ],
- alias=None,
- ),
- ],
- alias=None,
- ),
- ],
- alias="failure_rate",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 16, 0, tzinfo=None),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[4],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=4,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- alias=None,
- ),
- ],
- alias=None,
- ),
- Function(
- function="divide",
- initializers=None,
- parameters=[3600.0, 60],
- alias=None,
- ),
- ],
- alias="epm_3600",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 12, 0, tzinfo=pytz.utc),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[7],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=7,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- alias=None,
- ),
- ],
- alias=None,
- ),
- Function(
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- initializers=None,
- parameters=[3600.0, 60],
- alias=None,
- ),
- ],
- alias="epm_3600",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 12, 0),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[7],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=7,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- alias=None,
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- ],
- alias=None,
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- Function(
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- initializers=None,
- parameters=[3600.0, 60],
- alias=None,
- ),
- ],
- alias="epm_3600",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 12, 0),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[7],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=7,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- alias=None,
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- ],
- alias=None,
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- Function(
- function="divide",
- initializers=None,
- parameters=[3600.0, 60],
- alias=None,
- ),
- ],
- alias="epm_3600",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(
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- op=Op.EQ,
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- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 12, 0),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[7],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=7,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
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- select=[
- Function(
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- Function(
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- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
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- Column(
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- 9223372036854775909,
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- alias=None,
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- 1,
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- alias="p75_transaction_duration",
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- Function(
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- initializers=None,
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- Function(
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- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
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- Column(
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- 9223372036854775911,
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- 1,
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- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
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- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
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- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 16, 0),
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[8],
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=8,
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- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
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- ],
- limitby=None,
- limit=Limit(limit=50),
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- granularity=Granularity(granularity=60),
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- Query(
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- select=[
- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Condition(
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- Condition(
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- op=Op.LT,
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
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- rhs=[9],
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
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- having=[],
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- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
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- ],
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- limit=Limit(limit=50),
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- granularity=Granularity(granularity=60),
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- ),
- Query(
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- select=[
- Function(
- function="divide",
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- Function(
- function="countIf",
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- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
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- Column(
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- 9223372036854775909,
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- Function(
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- Condition(
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- Condition(
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- Condition(
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- Condition(
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- having=[],
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- Query(
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- Function(
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- Condition(
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- Condition(
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
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- having=[],
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- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
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- Query(
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- Function(
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- Condition(
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- Condition(
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
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- having=[],
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- OrderBy(
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- Query(
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- Function(
- function="divide",
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- Condition(
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
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- having=[],
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- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
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- limitby=None,
- limit=Limit(limit=50),
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- Query(
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- select=[
- Function(
- function="divide",
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
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- where=[
- Condition(
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- Condition(
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- Condition(
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- Condition(
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- having=[],
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- OrderBy(
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- Query(
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- Function(
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
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- Condition(
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- Condition(
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- Condition(
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- having=[],
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- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
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- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=60),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
- name="metric_id",
- entity=None,
- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- alias=None,
- ),
- ],
- alias=None,
- ),
- 60.0,
- ],
- alias="eps_60",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 10, 6),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[13],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=13,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=10),
- totals=None,
- ),
- Query(
- match=Entity("metrics_distributions"),
- select=[
- Function(
- function="divide",
- initializers=None,
- parameters=[
- Function(
- function="countIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- subscriptable=None,
- key=None,
- ),
- 9223372036854775909,
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- ],
- alias=None,
- ),
- 60.0,
- ],
- alias="tps_60",
- )
- ],
- groupby=[AliasedExpression(Column("bucketed_time"), alias="time")],
- array_join=None,
- where=[
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 6, 21, 10, 0),
- ),
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 21, 10, 6),
- ),
- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[13],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=13,
- ),
- ],
- having=[],
- orderby=[
- OrderBy(
- exp=AliasedExpression(Column("bucketed_time"), alias="time"),
- direction=Direction.ASC,
- )
- ],
- limitby=None,
- limit=Limit(limit=50),
- offset=None,
- granularity=Granularity(granularity=10),
- totals=None,
- ),
- ]
- histogram_queries = [
- {
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- "select": [
- Function(
- function="arrayElement",
- initializers=None,
- parameters=[
- Function(
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- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
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- Column(
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- 9223372036854775909,
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- alias=None,
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- ],
- alias=None,
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- 1,
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- alias="percentile_transaction_duration_0_75",
- ),
- Function(
- function="arrayElement",
- initializers=None,
- parameters=[
- Function(
- function="quantilesIf(0.25)",
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- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
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- 9223372036854775909,
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- alias=None,
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- ],
- alias=None,
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- 1,
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- alias="percentile_transaction_duration_0_25",
- ),
- Function(
- function="maxIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(name="metric_id", entity=None, subscriptable=None, key=None),
- 9223372036854775909,
- ],
- alias=None,
- ),
- ],
- alias="max_transaction_duration",
- ),
- Function(
- function="minIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(name="metric_id", entity=None, subscriptable=None, key=None),
- 9223372036854775909,
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- alias=None,
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- ],
- alias="min_transaction_duration",
- ),
- ],
- "groupby": [],
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- Condition(
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- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 14, 52, 58, 52294),
- ),
- Condition(
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- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 14, 52, 58, 52294),
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[2],
- ),
- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
- rhs=2,
- ),
- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=1),
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- "granularity": None,
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- {
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- Function(
- function="histogramIf(5)",
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- Function(
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- Function(
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- parameters=[
- Function(
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- parameters=[
- Function(
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- parameters=[
- "maxMerge",
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- Column(
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- key=None,
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- ],
- ],
- alias=None,
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- 0,
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- alias=None,
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- Function(
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- parameters=[
- Function(
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- parameters=[
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- Column(
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- ],
- ],
- alias=None,
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- 5,
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- alias=None,
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- ],
- alias=None,
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- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
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- ),
- 9223372036854775909,
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- alias=None,
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- alias="histogram_transaction_duration",
- )
- ],
- "groupby": [],
- "array_join": None,
- "where": [
- Condition(
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- op=Op.GTE,
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- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 14, 52, 58, 52294),
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
- rhs=[2],
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
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- ],
- "having": [],
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- "limitby": None,
- "limit": Limit(limit=50),
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- },
- {
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- Function(
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- Function(
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- 9223372036854775909,
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
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- 9223372036854775909,
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- op=Op.GTE,
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- Condition(
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- Condition(
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- "having": [],
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- "limitby": None,
- "limit": Limit(limit=1),
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- "granularity": None,
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- {
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- Function(
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- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
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- Function(
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- Function(
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- Function(
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- parameters=[
- "maxMerge",
- [
- Column(
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- ],
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- 0,
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- alias=None,
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- Function(
- function="lessOrEquals",
- initializers=None,
- parameters=[
- Function(
- function="arrayReduce",
- initializers=None,
- parameters=[
- "minMerge",
- [
- Column(
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- entity=None,
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- key=None,
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- ],
- ],
- alias=None,
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- 5,
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- alias=None,
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- ],
- alias=None,
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- Function(
- function="equals",
- initializers=None,
- parameters=[
- Column(
- name="metric_id", entity=None, subscriptable=None, key=None
- ),
- 9223372036854775909,
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- alias=None,
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- alias="histogram_transaction_duration",
- )
- ],
- "groupby": [],
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- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
- rhs=datetime.datetime(2022, 3, 24, 14, 52, 59, 179755),
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- Condition(
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- op=Op.LT,
- rhs=datetime.datetime(2022, 6, 22, 14, 52, 59, 179755),
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- Condition(
- lhs=Column(name="project_id", entity=None, subscriptable=None, key=None),
- op=Op.IN,
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- Condition(
- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
- op=Op.EQ,
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- ],
- "having": [],
- "orderby": [],
- "limitby": None,
- "limit": Limit(limit=50),
- "offset": Offset(offset=0),
- "granularity": None,
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- },
- {
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- Function(
- function="maxIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
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- 9223372036854775911,
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- alias=None,
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- alias="max_measurements_lcp",
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- Function(
- function="minIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
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- 9223372036854775911,
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- Function(
- function="minIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
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- 9223372036854775910,
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- ),
- Function(
- function="maxIf",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="equals",
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- Column(name="metric_id", entity=None, subscriptable=None, key=None),
- 9223372036854775910,
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- alias=None,
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- alias="max_measurements_fcp",
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- "groupby": [],
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- "where": [
- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
- op=Op.GTE,
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- Condition(
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- lhs=Column(name="org_id", entity=None, subscriptable=None, key=None),
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- "having": [],
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- "limit": Limit(limit=1),
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- "totals": None,
- },
- {
- "match": Entity("metrics_distributions"),
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- Function(
- function="histogramIf(2)",
- initializers=None,
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- Column(name="value", entity=None, subscriptable=None, key=None),
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- Function(
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- Function(
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- Function(
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- Column(
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- Function(
- function="lessOrEquals",
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- Function(
- function="arrayReduce",
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- "minMerge",
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- ],
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- Function(
- function="equals",
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- Column(
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- ),
- 9223372036854775910,
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- ),
- Function(
- function="histogramIf(2)",
- initializers=None,
- parameters=[
- Column(name="value", entity=None, subscriptable=None, key=None),
- Function(
- function="and",
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- Function(
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- Function(
- function="greaterOrEquals",
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- Function(
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- "maxMerge",
- [
- Column(
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- key=None,
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- alias=None,
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- Function(
- function="lessOrEquals",
- initializers=None,
- parameters=[
- Function(
- function="arrayReduce",
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- "minMerge",
- [
- Column(
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- Function(
- function="equals",
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- Column(
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- 9223372036854775911,
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- alias="histogram_measurements_lcp",
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- "groupby": [],
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- Condition(
- lhs=Column(name="timestamp", entity=None, subscriptable=None, key=None),
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- Condition(
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- "limit": Limit(limit=50),
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|